A shallow extraction of texture features for classification of abnormal video endoscopy frames.
Hussam AliMuhammad SharifMussarat YasminMubashir Husain RehmaniPublished in: Biomed. Signal Process. Control. (2022)
Keyphrases
- texture features
- feature vectors
- gabor filtering
- texture feature extraction
- wavelet features
- texture classification
- texture analysis
- textural features
- feature set
- feature extraction
- shape features
- gabor filters
- texture images
- texture features are extracted
- rotation invariant
- color features
- feature selection
- video endoscopy
- local binary pattern
- gray level
- classification accuracy
- decision trees
- key frames
- training set
- feature space
- support vector
- color and texture features
- image sequences
- bank of gabor filters
- machine learning
- distance measure
- moving objects
- training data